diff --git a/module2/exo3/exercice.ipynb b/module2/exo3/exercice.ipynb index 0bbbe371b01e359e381e43239412d77bf53fb1fb..de097fb4cd589763ac6f017a323cd88e52b6922c 100644 --- a/module2/exo3/exercice.ipynb +++ b/module2/exo3/exercice.ipynb @@ -1,5 +1,68 @@ { - "cells": [], + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "a = [14.0, 7.6, 11.2, 12.8, 12.5, 9.9, 14.9, 9.4, 16.9, 10.2, 14.9, 18.1, 7.3, 9.8, 10.9,12.2, 9.9, 2.9, 2.8, 15.4, 15.7, 9.7, 13.1, 13.2, 12.3, 11.7, 16.0, 12.4, 17.9, 12.2, 16.2, 18.7, 8.9, 11.9, 12.1, 14.6, 12.1, 4.7, 3.9, 16.9, 16.8, 11.3, 14.4, 15.7, 14.0, 13.6, 18.0, 13.6, 19.9, 13.7, 17.0, 20.5, 9.9, 12.5, 13.2, 16.1, 13.5, 6.3, 6.4, 17.6, 19.1, 12.8, 15.5, 16.3, 15.2, 14.6, 19.1, 14.4, 21.4, 15.1, 19.6, 21.7, 11.3, 15.0, 14.3, 16.8, 14.0, 6.8, 8.2, 19.9, 20.4, 14.6, 16.4, 18.7, 16.8, 15.8, 20.4, 15.8, 22.4, 16.2, 20.3, 23.4, 12.1, 15.5, 15.4, 18.4, 15.7, 10.2, 8.9, 21.0]" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[14.0, 7.6, 11.2, 12.8, 12.5, 9.9, 14.9, 9.4, 16.9, 10.2, 14.9, 18.1, 7.3, 9.8, 10.9, 12.2, 9.9, 2.9, 2.8, 15.4, 15.7, 9.7, 13.1, 13.2, 12.3, 11.7, 16.0, 12.4, 17.9, 12.2, 16.2, 18.7, 8.9, 11.9, 12.1, 14.6, 12.1, 4.7, 3.9, 16.9, 16.8, 11.3, 14.4, 15.7, 14.0, 13.6, 18.0, 13.6, 19.9, 13.7, 17.0, 20.5, 9.9, 12.5, 13.2, 16.1, 13.5, 6.3, 6.4, 17.6, 19.1, 12.8, 15.5, 16.3, 15.2, 14.6, 19.1, 14.4, 21.4, 15.1, 19.6, 21.7, 11.3, 15.0, 14.3, 16.8, 14.0, 6.8, 8.2, 19.9, 20.4, 14.6, 16.4, 18.7, 16.8, 15.8, 20.4, 15.8, 22.4, 16.2, 20.3, 23.4, 12.1, 15.5, 15.4, 18.4, 15.7, 10.2, 8.9, 21.0]\n" + ] + } + ], + "source": [ + "print(a)" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "import matplotlib.pyplot as plt\n", + "import numpy as np\n", + "\n", + "x = np.arange(0., 100., 1.)\n", + "plt.plot(x,a)\n", + "plt.axis([0, 100, 0, 25])\n", + "plt.grid(color='grey', linestyle='--')\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], "metadata": { "kernelspec": { "display_name": "Python 3", @@ -16,10 +79,9 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.6.3" + "version": "3.6.4" } }, "nbformat": 4, "nbformat_minor": 2 } -